๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Fuzzy Identification Using Fuzzy Neural Networks With Stable Learning Algorithms

โœ Scribed by Yu, W.; Li, X.

Book ID
120598117
Publisher
IEEE
Year
2004
Tongue
English
Weight
280 KB
Volume
12
Category
Article
ISSN
1063-6706

No coin nor oath required. For personal study only.

๐Ÿ“œ SIMILAR VOLUMES

Genetic algorithm-based learning of fuzz
Genetic algorithm-based learning of fuzzy neural networks. Part 1: feed-forward fuzzy neural networks
โœ Rafik A. Aliev; Bijan Fazlollahi; Rustam M. Vahidov ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 93 KB

In spite of great importance of fuzzy feed-forward and recurrent neural networks (FNN) for solving wide range of real-world problems, today there is no e ective learning algorithm for FNN. In this paper we propose an e ective geneticbased learning mechanism for FNN with fuzzy inputs, fuzzy weights e

Evolution computation based learning alg
Evolution computation based learning algorithms of polygonal fuzzy neural networks
โœ Chunmei He; Youpei Ye ๐Ÿ“‚ Article ๐Ÿ“… 2011 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 243 KB

We present two fuzzy conjugate gradient learning algorithms based on evolutionary algorithms for polygonal fuzzy neural networks (PFNN). First, we design a new algorithm, fuzzy conjugate algorithm based on genetic algorithm (GA). In the algorithm, we obtain an optimal learning constant ฮท by GA and t